Nov 8, 2019 · DeepChain provides a value-driven incentive mechanism based on Blockchain to force the participants to behave correctly.

DeepChain provides a value-driven incentive mechanism based on. Blockchain to force the participants to behave correctly. Meanwhile, DeepChain guarantees data ...

This paper presents a distributed, secure, and fair deep learning framework named DeepChain, which provides a value-driven incentive mechanism based on ...

DeepChain provides a value-driven incentive mechanism based on Blockchain to force the participants to behave correctly. Meanwhile, DeepChain guarantees data ...

Oct 9, 2019 · Thus, we propose to present DeepChain which gives mistrustful parties incentives to participate in privacy-preserving learning, share gradients ...

Mar 12, 2019 · ... Deep Learning with Blockchain-based Incentive ... Deepchain: Auditable and privacy-preserving deep learning with blockchain-based incentive.

Jan 27, 2023 · 本章結中將介紹DeepChain，這是一種用於保護隱私的深度學習的安全且分散的框架，DeepChain 通過引入激勵機制和交易處理實現協同訓練。

该项目是文章《DeepChain: Auditable and Privacy-Preserving Deep Learning with Blockchain-based Incentive》（IEEE TDSC'2019）的实现。 - jessy-js/deepchain.

May 7, 2024 · This paper proposes a publicly auditable and privacy-preserving federated learning scheme that is resistant to malicious participants ...

A blockchain-based privacy-preserving federated learning against poisoning attack is proposed, where nodes cooperate to detect poisonous data.